# Embeddings

Capability · https://godooo.ai/en/capability/embeddings

> Embeddings: 11 AI tools in this graph can do it, including BERT, CLIP, word2vec, ELMo and Sentence Transformers.

Turn text or images into vectors that capture meaning, for search and clustering.

- **Takes in:** Text, Image
- **Gives out:** Data

## Tools that do it

| Tool | Type | How well | Pricing | Open source | How you run it |
| --- | --- | --- | --- | --- | --- |
| [BERT](https://godooo.ai/en/model/bert) | Model | main job* |  | Yes | Self-host, Runs offline, API |
| [CLIP](https://godooo.ai/en/model/clip) | Model | main job* |  | Yes | API, Self-host, Runs offline |
| [word2vec](https://godooo.ai/en/model/word2vec) | Model | main job* |  | Yes | API, Self-host, Runs offline |
| [ELMo](https://godooo.ai/en/model/elmo) | Model | main job* |  | Yes | API, Self-host, Runs offline |
| [Sentence Transformers](https://godooo.ai/en/framework/sentence-transformers) | Framework | main job* |  | Yes | Runs offline, Self-host, API |
| [BGE](https://godooo.ai/en/model/bge) | Model | main job* |  | Yes | Self-host, Runs offline, API |
| [OpenAI Platform](https://godooo.ai/en/product/openai-platform) | Product | supported | Paid |  | API |
| [Mistral](https://godooo.ai/en/model/mistral) | Model | supported* |  | Yes | API, Self-host, Runs offline |
| [LLM](https://godooo.ai/en/cli/llm) | CLI | supported* |  | Yes | Terminal, API, Runs offline, Self-host |
| [LocalAI](https://godooo.ai/en/framework/localai) | Framework | supported* |  | Yes | Self-host, Runs offline, API, Terminal |
| [Weaviate](https://godooo.ai/en/framework/weaviate) | Framework | supported* |  | Yes | Self-host, API, Runs offline |

\* proposed by a machine, awaiting calibration

## Related

- **Needed to:** [Q&A over your documents](https://godooo.ai/en/goal/document-qa-system)

## Questions

### What is Embeddings?

Turn text or images into vectors that capture meaning, for search and clustering. Embeddings: 11 AI tools in this graph can do it, including BERT, CLIP, word2vec, ELMo and Sentence Transformers.

### Which tools are built for “Embeddings”?

BERT, CLIP, word2vec, ELMo, Sentence Transformers and BGE.

### Are there free tools for “Embeddings”?

BERT, CLIP, word2vec, ELMo, Sentence Transformers, BGE, Mistral and LLM.

### Which open-source tools can do “Embeddings”?

BERT, CLIP, word2vec, ELMo, Sentence Transformers, BGE, Mistral and LLM.

### Which tools for “Embeddings” run offline?

BERT, CLIP, word2vec, ELMo, Sentence Transformers, BGE, Mistral and LLM.

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Last updated 2026-09-24 · Markdown version of https://godooo.ai/en/capability/embeddings. Every page on this site has one: add .md to its address.